4 papers · 1 filter
MindVLM: Neural-Grounded Visual Captioning via Subject-Aware Semantic Evidence Selection
Zixiang Yin, Yu-Ping Wang, Zhengming Ding
Translating visual brain activity into natural language offers a powerful window into human cognition and neural semantic representation. Most prior brain-captioning approaches pro…
MIND: Insightful Multi-subject Invariant Neural Decoding
Zixiang Yin, Jiarui Li, Zhengming Ding
Decoding visual signals holds the tantalizing potential to unravel the complexities of cognition and perception. While recent studies have focused on reconstructing visual stimuli…
Rational Multi-Modal Transformers for TCR-pMHC Prediction
Jiarui Li, Zixiang Yin, Zhengming Ding +2
T cell receptor (TCR) recognition of peptide-MHC (pMHC) complexes is fundamental to adaptive immunity and central to the development of T cell-based immunotherapies. While transfor…
Quantifying Cross-Attention Interaction in Transformers for Interpreting TCR-pMHC Binding
Jiarui Li, Zixiang Yin, Haley Smith +3
CD8+ "killer" T cells and CD4+ "helper" T cells play a central role in the adaptive immune system by recognizing antigens presented by Major Histocompatibility Complex (pMHC) molec…